Synergistic integration of Multi-View Brain Networks and advanced machine learning techniques for auditory disorders diagnostics

Brain Informatics

Table 3 Classification results for each model per class

Model	Class	Precision (%)	Recall (%)	F1-score
Extra Trees	Normal	91.30	92.65	91.97
	Deafness	89.58	87.16	88.36
	Tinnitus	86.96	88.24	87.59
CatBoost	Normal	92.54	91.18	91.85
	Deafness	88.59	89.19	88.89
	Tinnitus	86.86	87.50	87.18
Random Forest	Normal	89.51	94.12	91.76
	Deafness	92.20	87.84	89.97
	Tinnitus	87.50	87.50	87.50
Gradient Boosting	Normal	92.48	90.44	91.45
	Deafness	87.92	88.51	88.22
	Tinnitus	86.96	88.24	87.59